Evasion attack verification on roadsafety 10,000 examples (test)
35.9SpeedupVeritas
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| VeritasEnsemble Model=Random Forest, Approach=pruned2024.02 | 35.9 | — | |
| KantchelianEnsemble Model=Random Forest, Approach=pruned2024.02 | 10.2 | — | |
| VeritasEnsemble Model=Random Forest, Approach=mixed2024.02 | 4.5 | — | |
| KantchelianEnsemble Model=XGBoost, Approach=pruned2024.02 | 2.4 | — | |
| KantchelianEnsemble Model=Random Forest, Approach=mixed2024.02 | 2.4 | — | |
| VeritasEnsemble Model=XGBoost, Approach=pruned2024.02 | 2.1 | — | |
| KantchelianEnsemble Model=XGBoost, Approach=mixed2024.02 | 2 | — | |
| VeritasEnsemble Model=XGBoost, Approach=mixed2024.02 | 1.7 | — | |
| KantchelianEnsemble Model=XGBoost, Approach=full2024.02 | — | 10.3 | |
| KantchelianEnsemble Model=Random Forest, Approach=full2024.02 | — | 5.8 | |
| VeritasEnsemble Model=XGBoost, Approach=full2024.02 | — | 10.4 | |
| VeritasEnsemble Model=Random Forest, Approach=full2024.02 | — | 52.2 |